Talks

2025

1. Robustness assessment of black-box models to feature perturbations, Workshop on Probability and Machine Learning, Guanajuato, Gto, México (Feb.)

2024

1. Interprétabilité des modèles boîtes-noires avec variables dépendantes, Séminaire STATQAM, Montréal, QC, Canada (Oct.)

2. Hoeffding's functional decomposition for dependent inputs, CRM Conference on New Developments in Probability, Montréal, QC, Canada (Sept.)

3. Sobol' indices, Shapley effects, and a path towards handling dependent inputs, Sensitivity Analysis Discord Group, Online (Sept.)

4. Generalized Hoeffding decomposition and the linear nature of non-linearities, CRM-ISM Montréal Probability Seminar, Montréal, QC, Canada (Sept.)

5. Cooperative game theory and importance quantification, ENBIS Spring Meeting, Dortmund, Germany (May)

6. Avancées en décomposition de modèles boîtes-noires, Workshop SINCLAIR, Saclay, France (Mar.)

7. Hoeffding decomposition revisited, SIAM Conference on Uncertainty Quantification, Trieste, Italy (Mar.)

8. Generalized Hoeffding decomposition and the linear nature of non-linearity, UQSay Seminar #69, Online (Feb.)

9. Robustesse et Interprétabilité des modèles boîtes-noires, Nexialog Consulting Webinar, Online (Jan.)

2023

1. Cooperative game theory and importance quantification, 23rd European Young Statisticians Meeting of the Bernoulli Society, Ljubljana, Slovenia (Sept.)

2. Proportional marginal effects to quantify importance, Forum MobiliT.AI 2023,Toulouse, France (May)

3. Coalitional decomposition of quantities of interest, 2023 Annual Meeting of MASCOT-NUM Research Group, Le Croisic, France (Apr.)

4. Interpretability of black-box models, Séminaire Quantact, Montréal, QC, Canada (Aug.)

5. Black-box model decomposition with dependent random inputs, École Thématique sur les Incertitudes en Calcul Scientifique, Cap Ferret, France (Oct.)

2022

1. Interpretability of black-box models, Vendredis Science des Données de la MAIF, Niort, France (Dec.)

2. Robustness assessment of black-box models, École Thématique sur les Incertitudes en Calcul Scientifique, Golfe de Lozari, France (Oct.)

3. Robustness assessment of black-box models, SINCLAIR Summer Workshop, Saclay, France (Jun.)

4. Robustness assessment of black-box models, 53èmes Journées de Statistiques de la SFdS, Lyon, France (Jun.)

5. Robustness assessment of black-box models, 2022 Annual Meeting of MASCOT-NUM Research Group, Clermont-Ferrand, France (Jun.)

6. Shapley effects for reliability-oriented sensitivity analysis with correlated inputs, 10th International Conference on SAMO, Tallahassee, FL, USA (Mar.)

2021

1. Mesures d'importance relative par décompositions de performance, 52èmes Journées de Statistiques de la SFdS, Nice, France (Jun.)

2.  Cooperative Game Theory and Global Sensitivity Analysis, École Thématique sur les Incertitudes en Calcul Scientifique, Erdeven, France (Sep.)